Map

Column

Map of US and Canada

New England

Leaderboard

Column

Groundhog Leaderboard

Prognosticator Ranks by Overall Weather Prediction Accuracy

Seasonal Consistency

Column

Seasonal Consistency and Prognosticator Accuracy

Documentation

Things to document:

Data sources (weather, groundhogs, packages?)

Spring onset calcs

Phylo info

Citations for used packages:
To cite package 'flexdashboard' in publications use:

  Aden-Buie G, Sievert C, Iannone R, Allaire J, Borges B (2023).
  _flexdashboard: R Markdown Format for Flexible Dashboards_.
  doi:10.32614/CRAN.package.flexdashboard
  <https://doi.org/10.32614/CRAN.package.flexdashboard>, R package
  version 0.6.2, <https://CRAN.R-project.org/package=flexdashboard>.

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {flexdashboard: R Markdown Format for Flexible Dashboards},
    author = {Garrick Aden-Buie and Carson Sievert and Richard Iannone and JJ Allaire and Barbara Borges},
    year = {2023},
    note = {R package version 0.6.2},
    url = {https://CRAN.R-project.org/package=flexdashboard},
    doi = {10.32614/CRAN.package.flexdashboard},
  }
To cite package 'tidyverse' in publications use:

  Wickham H, Averick M, Bryan J, Chang W, McGowan LD, François R,
  Grolemund G, Hayes A, Henry L, Hester J, Kuhn M, Pedersen TL, Miller
  E, Bache SM, Müller K, Ooms J, Robinson D, Seidel DP, Spinu V,
  Takahashi K, Vaughan D, Wilke C, Woo K, Yutani H (2019). "Welcome to
  the tidyverse." _Journal of Open Source Software_, *4*(43), 1686.
  doi:10.21105/joss.01686 <https://doi.org/10.21105/joss.01686>.

A BibTeX entry for LaTeX users is

  @Article{,
    title = {Welcome to the {tidyverse}},
    author = {Hadley Wickham and Mara Averick and Jennifer Bryan and Winston Chang and Lucy D'Agostino McGowan and Romain François and Garrett Grolemund and Alex Hayes and Lionel Henry and Jim Hester and Max Kuhn and Thomas Lin Pedersen and Evan Miller and Stephan Milton Bache and Kirill Müller and Jeroen Ooms and David Robinson and Dana Paige Seidel and Vitalie Spinu and Kohske Takahashi and Davis Vaughan and Claus Wilke and Kara Woo and Hiroaki Yutani},
    year = {2019},
    journal = {Journal of Open Source Software},
    volume = {4},
    number = {43},
    pages = {1686},
    doi = {10.21105/joss.01686},
  }
To cite package 'nasapower' in publications use:

  Sparks A (2018). "nasapower: A NASA POWER Global Meteorology, Surface
  Solar Energy and Climatology Data Client for R." _The Journal of Open
  Source Software_, *3*(30), 1035. doi:10.21105/joss.01035
  <https://doi.org/10.21105/joss.01035>.

A BibTeX entry for LaTeX users is

  @Article{,
    author = {Adam H. Sparks},
    title = {nasapower: A NASA POWER Global Meteorology, Surface Solar Energy and Climatology Data Client for R},
    doi = {10.21105/joss.01035},
    year = {2018},
    month = {oct},
    publisher = {The Open Journal},
    volume = {3},
    number = {30},
    pages = {1035},
    journal = {The Journal of Open Source Software},
  }
To cite package 'reactable' in publications use:

  Lin G (2023). _reactable: Interactive Data Tables for R_.
  doi:10.32614/CRAN.package.reactable
  <https://doi.org/10.32614/CRAN.package.reactable>, R package version
  0.4.4, <https://CRAN.R-project.org/package=reactable>.

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {reactable: Interactive Data Tables for R},
    author = {Greg Lin},
    year = {2023},
    note = {R package version 0.4.4},
    url = {https://CRAN.R-project.org/package=reactable},
    doi = {10.32614/CRAN.package.reactable},
  }
To cite package 'reactablefmtr' in publications use:

  Cuilla K (2022). _reactablefmtr: Streamlined Table Styling and
  Formatting for Reactable_. doi:10.32614/CRAN.package.reactablefmtr
  <https://doi.org/10.32614/CRAN.package.reactablefmtr>, R package
  version 2.0.0, <https://CRAN.R-project.org/package=reactablefmtr>.

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {reactablefmtr: Streamlined Table Styling and Formatting for Reactable},
    author = {Kyle Cuilla},
    year = {2022},
    note = {R package version 2.0.0},
    url = {https://CRAN.R-project.org/package=reactablefmtr},
    doi = {10.32614/CRAN.package.reactablefmtr},
  }
To cite package 'htmltools' in publications use:

  Cheng J, Sievert C, Schloerke B, Chang W, Xie Y, Allen J (2024).
  _htmltools: Tools for HTML_. doi:10.32614/CRAN.package.htmltools
  <https://doi.org/10.32614/CRAN.package.htmltools>, R package version
  0.5.8.1, <https://CRAN.R-project.org/package=htmltools>.

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {htmltools: Tools for HTML},
    author = {Joe Cheng and Carson Sievert and Barret Schloerke and Winston Chang and Yihui Xie and Jeff Allen},
    year = {2024},
    note = {R package version 0.5.8.1},
    url = {https://CRAN.R-project.org/package=htmltools},
    doi = {10.32614/CRAN.package.htmltools},
  }
To cite package 'htmlwidgets' in publications use:

  Vaidyanathan R, Xie Y, Allaire J, Cheng J, Sievert C, Russell K
  (2023). _htmlwidgets: HTML Widgets for R_.
  doi:10.32614/CRAN.package.htmlwidgets
  <https://doi.org/10.32614/CRAN.package.htmlwidgets>, R package
  version 1.6.4, <https://CRAN.R-project.org/package=htmlwidgets>.

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {htmlwidgets: HTML Widgets for R},
    author = {Ramnath Vaidyanathan and Yihui Xie and JJ Allaire and Joe Cheng and Carson Sievert and Kenton Russell},
    year = {2023},
    note = {R package version 1.6.4},
    url = {https://CRAN.R-project.org/package=htmlwidgets},
    doi = {10.32614/CRAN.package.htmlwidgets},
  }
To cite package 'scales' in publications use:

  Wickham H, Pedersen T, Seidel D (2025). _scales: Scale Functions for
  Visualization_. doi:10.32614/CRAN.package.scales
  <https://doi.org/10.32614/CRAN.package.scales>, R package version
  1.4.0, <https://CRAN.R-project.org/package=scales>.

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {scales: Scale Functions for Visualization},
    author = {Hadley Wickham and Thomas Lin Pedersen and Dana Seidel},
    year = {2025},
    note = {R package version 1.4.0},
    url = {https://CRAN.R-project.org/package=scales},
    doi = {10.32614/CRAN.package.scales},
  }
To cite package 'knitr' in publications use:

  Xie Y (2025). _knitr: A General-Purpose Package for Dynamic Report
  Generation in R_. R package version 1.50, <https://yihui.org/knitr/>.

  Yihui Xie (2015) Dynamic Documents with R and knitr. 2nd edition.
  Chapman and Hall/CRC. ISBN 978-1498716963

  Yihui Xie (2014) knitr: A Comprehensive Tool for Reproducible
  Research in R. In Victoria Stodden, Friedrich Leisch and Roger D.
  Peng, editors, Implementing Reproducible Computational Research.
  Chapman and Hall/CRC. ISBN 978-1466561595

To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.